Generalized AdaGrad (G-AdaGrad) and Adam: A State-Space Perspective.
Kushal ChakrabartiNikhil ChopraPublished in: CDC (2021)
Keyphrases
- state space
- heuristic search
- reinforcement learning
- orders of magnitude
- viewpoint
- markov decision processes
- dynamic programming
- dynamical systems
- planning problems
- particle filter
- markov chain
- real time
- search algorithm
- dynamic environments
- case study
- artificial intelligence
- neural network
- databases
- database
- state variables
- reinforcement learning algorithms
- goal state
- continuous time markov process